Skills for Real Engineers. Straight from my .agents directory.
amj-methods
Agent skill frombrycewang-stanford/Awesome-Journal-Skills
Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method, field) and level of analysis to the theoretical question. Designs the study; it does not run the estimation or validity checks (amj-data-analysis).
How to install amj-methods
npx skills add brycewang-stanford/Awesome-Journal-Skills# or add only this skill to Claude Code: copy the folder
Academy-of-Management-Journal-Skills/skills/amj-methods/
# into
~/.claude/skills/amj-methods/ (all projects)
.claude/skills/amj-methods/ (one project)
1# Research Design & Methods (amj-methods)23## When to trigger45- The design may not match the theory's level, timing, or causal claim6- Data are single-source, single-wave, and self-reported (common-method bias risk)7- The theory is causal but the design is cross-sectional/correlational8- Constructs lack established, validated measures9- A reviewer says "the design cannot test this hypothesis" or "endogeneity is unaddressed"1011## Match the design to the question1213AMJ explicitly welcomes **all empirical methods** — qualitative, quantitative, field, laboratory, meta-analytic, and mixed. The bar is *fit and rigor*, not a single preferred method, and qualitative designs are held to an equally demanding standard (the Eisenhardt multiple-case approach and the Gioia methodology for grounded qualitative rigor are the field's reference points).1415| Theoretical claim | Design that earns it |16|--------------------------------------------|----------------------------------------------------------|17| Causal effect of a manipulable cause | Experiment (lab/field/online), or natural experiment |18| Process unfolding over time | Multi-wave panel; longitudinal/lagged design |19| Firm/strategy outcomes from archival cause | Panel archival with fixed effects + endogeneity strategy |20| Cross-level mechanism (e.g., team→indiv.) | Multilevel/nested data with HLM-appropriate structure |21…
Excerpt shown under the repository's MIT license.
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